Upload encode-redpajamas.py with huggingface_hub

encode-redpajamas.py

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+import h5py as h5
+import json
+import pandas as pd
+import torch
+from sentence_transformers import SentenceTransformer
+
+torch.set_num_threads(60)
+
+D = pd.read_json("red-pajamas-es.json.gz", lines=True)
+#modelname = 'sentence-transformers/all-MiniLM-L6-v2'
+modelname = "hiiamsid/sentence_similarity_spanish_es"
+model = SentenceTransformer(modelname)
+
+print(D.columns)
+
+
+print("embeddings article")
+embeddings = model.encode(D.text)
+
+with h5.File("red-pajamas-es.h5", "a") as f:
+    f["text"] = embeddings